|q⟩ Bad Qubits

beginner · Physics · Math Foundations: Linear Algebra

The Adjoint (Dagger)

The adjoint of a matrix MM, written MM^\dagger and read "M dagger," is obtained in two steps:

  1. Transpose: swap rows and columns to get MTM^T.
  2. Complex conjugate: replace every entry zz with its conjugate zz^*.

Applied together, the (i,j)(i,j) entry of the adjoint is

(M)ij=Mji.\left(M^\dagger\right)_{ij} = \overline{M_{ji}}.

For a 2×22 \times 2 example, if

M=(abcd),M = \begin{pmatrix} a & b \\ c & d \end{pmatrix},

then

M=(acbd).M^\dagger = \begin{pmatrix} a^* & c^* \\ b^* & d^* \end{pmatrix}.

A worked example

Take the matrix

M=(1+2i301+i).M = \begin{pmatrix} 1+2i & 3 \\ 0 & -1+i \end{pmatrix}.

Step 1 — transpose. Swap off-diagonal entries:

MT=(1+2i031+i).M^T = \begin{pmatrix} 1+2i & 0 \\ 3 & -1+i \end{pmatrix}.

Step 2 — complex conjugate. For each entry replace ii with i-i:

M=(12i031i).M^\dagger = \begin{pmatrix} 1-2i & 0 \\ 3 & -1-i \end{pmatrix}.

You can verify the entries one by one: M00=1+2i=12i\overline{M_{00}} = \overline{1+2i} = 1-2i; M10=0=0\overline{M_{10}} = \overline{0} = 0; M01=3=3\overline{M_{01}} = \overline{3} = 3; M11=1+i=1i\overline{M_{11}} = \overline{-1+i} = -1-i.

Why it matters in quantum mechanics

In quantum mechanics every observable is represented by a Hermitian operator satisfying M=MM^\dagger = M, and every time-evolution operator is unitary satisfying MM=IM^\dagger M = I. Both conditions are stated directly in terms of the adjoint, so computing MM^\dagger correctly is a prerequisite for almost every quantum-mechanical calculation.

The adjoint also generalises the complex conjugate of a scalar: if M=(z)M = (z) is a 1×11 \times 1 matrix, then M=(z)M^\dagger = (z^*). This is why bra vectors ψ\langle\psi| in Dirac notation are the adjoint of ket vectors ψ|\psi\rangle.

Try it

This is a numerical exercise — your code should return a number. Work out MM^\dagger for the matrix above, then return the real part of its (0,1)(0,1) entry (zero-indexed: row 0, column 1).

Run your code to see the quantum state.

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